--- title: "Ten developers using GitHub Copilot on your store means ten different ideas of how StoreConnect works" source: https://storeconnect.com/articles/news/ten-developers-using-copilot-on-your-store-means-ten-different-ideas-of-how-storeconnect type: article format: markdown site: StoreConnect — Customer Commerce built natively on Salesforce site_index: https://storeconnect.com/llms.txt docs_index: https://support.storeconnect.com/llms.txt note: Append .md to any page or article URL on this site to get its Markdown form. --- # Ten developers using GitHub Copilot on your store means ten different ideas of how StoreConnect works The StoreConnect kit for GitHub Copilot CLI gives every developer's agent the same platform knowledge, so the team's AI output starts from the same rules. [Get the skills plugin](https://storeconnect.com/ai#SC-ContentBlock-ai-providers) or [watch the full demo](https://storeconnect.com/ai#SC-ContentBlock-ai-full-demo). ## More AI-written code is making delivery less stable, not more Speed at the keyboard doesn't always become speed in production. Google Cloud's 2024 DORA research found that increased AI adoption was associated with a 7.2% drop in delivery stability and a 1.5% drop in delivery throughput, and 39% of respondents reported little or no trust in AI-generated code[^1]. Part of the gap is that code which looks correct on review can still break platform rules nobody wrote down. The StoreConnect skills write them down. Copilot learns which Liquid attributes exist, which form fields a checkout actually accepts and which theme overrides apply, so fewer of those failures reach a pull request, let alone a live store. ## Almost-right code is the slowest kind to fix Stack Overflow's 2025 survey found 66% of developers are frustrated by AI solutions that are "almost right, but not quite," and 45% say debugging AI-generated code takes more time[^2]. Multiply that across a team and the review queue becomes where the time goes. The kit also includes specialist agents for theme development, theme review, POS and Salesforce data, so a developer working on a register layout and one working on a content block each get an agent briefed for that work. In an interactive session, `/agent` and `/skills list` confirm both loaded[^3]. ## Giving an agent broader access than the developer is how incidents start An agent connected to a production system with more permissions than its user is a risk most security teams won't sign off on, and they're right. IBM's 2025 research found 97% of organizations reporting an AI-related breach lacked proper AI access controls[^4]. StoreConnect's connection doesn't need special credentials or a service account. Each store hosts its own endpoint, the agent signs in as the developer and inherits exactly their access, and write actions land in the same review flow the team already uses[^5]. If a developer can't do something in StoreConnect, neither can their agent. ## Make every developer's agent work from the same rulebook Consistency across a team shouldn't depend on everyone writing the perfect prompt. [Get the skills plugin](https://storeconnect.com/ai#SC-ContentBlock-ai-providers). Add the StoreConnect marketplace and install the plugin in Copilot CLI with two commands. Installing it connects no store and includes no credentials, so each developer can start against a non-production org. [Watch the full demo](https://storeconnect.com/ai#SC-ContentBlock-ai-full-demo). CEO Mikel Lindsaar shows how an agent connects to a store and how staged changes get reviewed and approved, which is the part your security team will want to see. ## References [^1]: [Google Cloud DORA, "2024 Accelerate State of DevOps Report," as reported by InfoQ.](https://www.infoq.com/news/2024/11/2024-dora-report/){:target="_blank"} [^2]: [Stack Overflow, "2025 Developer Survey: AI."](https://survey.stackoverflow.co/2025/ai){:target="_blank"} [^3]: [StoreConnect, "StoreConnect AI" GitHub repository (README, skills and provider packages).](https://github.com/GetStoreConnect/ai){:target="_blank"} [^4]: [IBM, "Cost of a Data Breach Report 2025" newsroom release (research conducted by Ponemon Institute).](https://newsroom.ibm.com/2025-07-30-ibm-report-13-of-organizations-reported-breaches-of-ai-models-or-applications,-97-of-which-reported-lacking-proper-ai-access-controls){:target="_blank"} [^5]: [StoreConnect, "Build with AI agents."](https://storeconnect.com/ai) --- ## Follow StoreConnect - [Email Newsletter](https://storeconnect.com/c/lp-newsletter) - [LinkedIn Newsletter](https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7444956928444862464) - [YouTube](https://www.youtube.com/channel/UCngKdP2x8l1wcbAKW3tvU8g) - [LinkedIn](https://www.linkedin.com/company/storeconnect) - [X / Twitter](https://x.com/storeconnecthq) ## Popular Links - [Partners](https://storeconnect.com/partners) - [Become a Partner](https://storeconnect.com/become-a-partner) - [News](https://storeconnect.com/articles/news) - [Events](https://storeconnect.com/articles/events) - [Live Events](https://storeconnect.com/live-events) - [Feature Comparison](https://storeconnect.com/how-we-compare) - [Download a free trial](https://appexchange.salesforce.com/appxListingDetail?listingId=a0N3A00000FMkeKUAT) - [Book a Demo](https://storeconnect.com/contact) ## Documentation - [Help documentation](https://support.storeconnect.com/help-documentation) - [Videos & tutorials](https://support.storeconnect.com/videos-tutorials) - [Developer reference](https://support.storeconnect.com/developer-reference) - [Release notes](https://support.storeconnect.com/release-notes) - [Troubleshooting](https://support.storeconnect.com/troubleshooting) - [Trust Center](https://trust.getstoreconnect.com/) - [Status Page](https://status.storeconnect.com/) ## Contact - info@getstoreconnect.com - US +1 415 745 3230 - AUS +61 2 8365 2308 100 S Ashley Dr, Suite 600-2461 Tampa FL 33602-600 USA Level 22, Sydney Place 180 George Street Sydney, NSW, 2000, AUS ## Machine-readable - [Site index for agents](https://storeconnect.com/llms.txt): curated map of this site in llms.txt format - [Documentation index for agents](https://support.storeconnect.com/llms.txt): full technical and product documentation map Every page and article on this site has a Markdown rendering: append `.md` to its URL. Continue in Markdown: [Home](https://storeconnect.com/home.md) · [How we compare](https://storeconnect.com/how-we-compare.md) · [Partners](https://storeconnect.com/partners.md) · [Become a partner](https://storeconnect.com/become-a-partner.md) --- StoreConnect — https://storeconnect.com/articles/news/ten-developers-using-copilot-on-your-store-means-ten-different-ideas-of-how-storeconnect